研究早发性冠状动脉疾病危险因素和严重程度的种族差异:多中心病例对照研究中通过决策树分析预测危险因素的影响伊朗过早冠状动脉疾病(IPAD研究)的结果。

IF 1.2 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS
Journal of Cardiovascular and Thoracic Research Pub Date : 2025-03-18 eCollection Date: 2025-03-01 DOI:10.34172/jcvtr.025.33190
Seyed Ali Moezi Bady, Fatemeh Salmani, Ehsan Zarepur, Toba Kazemi, Neda Partovi, Nazanin Hanafi Bojd, Saeede Khosravi Bizhaem, Alireza Khosravi Farsani, Noushin Mohammadifard, Fereidoon Nouhi, Hassan Alikhasi, Masoumeh Sadeghi, Hamidreza Roohafza, Razieh Hassannejad, Katayoun Rabiei, Nahid Salehi, Kamal Solati, Masoud Lotfizadeh, Samad Ghaffari, Elmira Javanmardi, Arsalan Salari, Mostafa Dehghani, Mostafa Cheraghi, Habib Haybar, Reza Madadi, Nahid Azdaki, Nizal Sarrafzadegan
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引用次数: 0

摘要

早发性冠状动脉疾病(PCAD)呈上升趋势,特别是在发展中国家。本研究调查了伊朗不同种族患冠心病的危险因素和严重程度。方法:本病例对照研究对3015名接受冠状动脉造影的伊朗患者进行了研究,这些患者来自人口密集的伊朗民族,包括巴赫蒂亚里族、阿扎里族、卡什卡族、阿拉伯族、法尔族、库尔德族、吉拉克族和鲁尔族。本研究以伊斯法罕心血管研究中心为牵头,在伊朗14个省会城市进行为期三年的研究,选取年龄≤60岁的男性和年龄≤70岁的女性进行冠状动脉造影。冠脉狭窄75%以上(左主干50%以上)归为病例组。采用决策树统计方法,确定各民族的传统危险因素以及年龄、性别、体重、体质指数(BMI)、经济状况、吸烟、滥用药物、压力、焦虑、糖尿病、高血压等社会心理危险因素的影响。此外,通过逻辑回归方法,针对法尔斯族(伊朗的主要民族)指定了每个种族中冠心病发病率的几率。结果:不同种族间最常见的危险因素是年龄和男性性别。此外,与法尔斯族相比,在伊朗各民族中,库尔德人患pad的几率最低,而吉拉克和阿扎里人患pad的几率最高。行为和心理方面的调查表明,没有冠状动脉受累的人的压力明显高于有冠状动脉受累的人。决策树模型可以预测Gilakis,空腹血糖(FBS)高于126,Lurs和舒张压高于85,以及库尔德人男性会显著增加患CAD的几率。结论:由决策树得出的模型表明,虽然年龄、性别、吸烟和鸦片等变量是影响年轻成年患者冠状动脉病变的主要危险因素,但在不同种族中,这些危险因素对PCAD发病率的影响程度不同。这意味着对库尔德人来说,年龄、吉拉基斯人的糖尿病和卢尔人的鸦片更重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Investigating ethnic differences in risk factors and severity of developing premature coronary artery disease: Predicting the effect of risk factors through decision tree analysis in a multicenter case-control study; Results from Iran Premature Coronary Artery Disease (IPAD study).

Introduction: Premature coronary artery disease (PCAD) has an ascending trend especially in developing countries. This study have investigated the risk factors and severity of developing CAD across various Iranian ethnicities.

Methods: This case-control study was done on 3015 Iranian patients undergoing coronary artery angiography, across highly populated Iranian ethnicities including Bakhtiari, Azari, Qashqai, Arab, Fars, Kurd, Gilak, and Lur. This study was performed over three years in 14 capitals of provinces in Iran headed by Isfahan Cardiovascular Research Center, by including men≤60 years old and women≤70 years undergoing coronary artery angiography. If they had coronary stenosis above 75% (more than 50% in the left main), they were categorized as Case group.The effects of conventional risk factors as well as psychosocial ones including age, gender, weight, Body mass index (BMI), economic status, cigarette smoking, drugs of abuse, stress, anxiety, diabetes, hypertension, etc. were determined in each ethnicity using decision tree statistical method. Also, via logistic regression method, the odds of incidence of CAD in each ethnicity were specified against the Fars ethnicity (the predominant ethnicity in Iran).

Results: The most common risk factor among different ethnicities was age and male gender. Also, among the Iranian ethnicities, Kurd had the lowest chance while Gilak and Azari had the highest chance of developing PCAD as compared to the Fars ethnicity. Investigation of the behavioral and psychological dimensions indicated that stress was significantly higher among those without coronary artery involvement as compared to those with this involvement. The decision tree model could predict that among Gilakis, Fasting blood sugar (FBS) above 126 and in Lurs opium as well as diastolic blood pressure above 85, and in Kurds male gender would considerably increase the odds of developing CAD.

Conclusion: The model obtained from the decision tree indicated that although variables of age, gender, cigarette, and opium are among the main risk factors for involvement of coronary arteries among young adult patients, in different ethnicities, the risk level of each of these risk factors in incidence of PCAD is different. This means among Kurds, age, among Gilakis diabetes, and among Lurs opium are more important.

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来源期刊
Journal of Cardiovascular and Thoracic Research
Journal of Cardiovascular and Thoracic Research CARDIAC & CARDIOVASCULAR SYSTEMS-
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22
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7 weeks
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